Deploying AI isn’t enough—you also need to know what it actually delivers. There can be a gap between the metrics highlighted in communications and the operational KPIs observed on the ground. Productivity gains, service quality, risk reduction, team adoption: what criteria can be used to assess the concrete impact of an AI project? A discussion focused on measurement, rather than hype.